Theory and Fundamentals |
A FastICA Algorithm for Non-negative Independent Component Analysis / Zhijian Yuan ; Erkki Oja |
Blind Source Separation by Adaptive Estimation of Score Function Difference / Samareh Samadi ; Massoud Babaie-Zadeh ; Christian Jutten ; Kambiz Nayebi |
Exploiting Spatiotemporal Information for Blind Atrial Activity Extraction in Atrial Arrhythmias / Francisco Castells ; Jorge Igual ; Vicente Zarzoso ; José Joaquín Rieta ; José Millet |
Gaussianizing Transformations for ICA / Deniz Erdogmus ; Yadunandana N. Rao ; José Carlos Príncipe |
New Eigensystem-Based Method for Blind Source Separation / Rubén Martín-Clemente ; Susana Hornillo-Mellado ; Carlos G. Puntonet ; José I. Acha |
Optimization Issues in Noisy Gaussian ICA / Jean-François Cardoso ; Dinh-Tuan Pham |
Optimization Using Fourier Expansion over a Geodesic for Non-negative ICA / Mark D. Plumbley |
The Minimum Support Criterion for Blind Signal Extraction: A Limiting Case of the Strengthened Young's Inequality / Sergio Cruces ; Iván Durán |
Accurate, Fast and Stable Denoising Source Separation Algorithms / Harri Valpola ; Jaakko Särelä |
An Overview of BSS Techniques Based on Order Statistics: Formulation and Implementation Issues / Yolanda Blanco ; Santiago Zazo |
Analytical Solution of the Blind Source Separation Problem Using Derivatives / Sebastien Lagrange ; Luc Jaulin ; Vincent Vigneron |
Approximate Joint Diagonalization Using a Natural Gradient Approach / Arie Yeredor ; Andreas Ziehe ; Klaus-Robert Müller |
BSS, Classification and Pixel Demixing / Albert Bijaoui ; Danielle Nuzillard ; Tanusree Deb Barma |
Blind Identification of Complex Under-Determined Mixtures / Pierre Comon ; Myriam Rajih |
Blind Separation of Heavy-Tailed Signals Using Normalized Statistics / Mohamed Sahmoudi ; Karim Abed-Meraim ; Messaoud Benidir |
Blind Source Separation of Linear Mixtures with Singular Matrices / Pando Georgiev ; Fabian J. Theis |
Closely Arranged Directional Microphone for Source Separation / Yusuke Katayama ; Masanori Ito ; Allan Kardec Barros ; Yoshinori Takeuchi ; Tetsuya Matsumoto ; Hiroaki Kudo ; Noboru Ohnishi ; Toshiharu Mukai |
Estimating Functions for Blind Separation when Sources Have Variance-Dependencies / Motoaki Kawanabe |
Framework of Constrained Matrix Gradient Flows / Gen Hori |
Identifiability, Subspace Selection and Noisy ICA / Mike Davies |
Improving GRNNs in CAD Systems / Fulgencio S. Buendía Buendía ; J. Miguel Barrón-Adame ; Antonio Vega-Corona ; Diego Andina |
Fisher Information in Source Separation Problems |
Localization of P300 Sources in Schizophrenia Patients Using Constrained BSS / Saeid Sanei ; Loukianos Spyrou ; Wenwu Wang ; Jonathon A. Chambers |
On the Estimation of the Mixing Matrix for Underdetermined Blind Source Separation in an Arbitrary Number of Dimensions / Luis Vielva ; Ignacio Santamaría ; Jesús Ibáñez |
On the Minimum l1-Norm Signal Recovery in Underdetermined Source Separation / Ichigaku Takigawa ; Mineichi Kudo ; Atsuyoshi Nakamura ; Jun Toyama |
On the Strong Uniqueness of Highly Sparse Representations from Redundant Dictionaries / Rémi Gribonval ; Morten Nielsen |
Reliability of ICA Estimates with Mutual Information / Harald Stögbauer ; Ralph G. Andrzejak ; Alexander Kraskov ; Peter Grassberger |
Robust ICA for Super-Gaussian Sources / Frank C. Meinecke ; Stefan Harmeling |
Robustness of Prewhitening Against Heavy-Tailed Sources / Aiyou Chen ; Peter J. Bickel |
Simultaneous Extraction of Signal Using Algorithms Based on the Nonstationarity / Juan Charneco Fernández |
Space-Time Variant Blind Source Separation with Additive Noise / Ivica Kopriva ; Harold Szu |
The Use of ICA in Speckle Noise / D. Blanco ; B. Mulgrew ; S. McLaughlin ; D.P. Ruiz ; M.C. Carrion |
Theoretical Method for Solving BSS-ICA Using SVM / Juan Manuel Górriz ; Moisés Salmerón |
Wavelet De-noising for Blind Source Separation in Noisy Mixtures / Bertrand Rivet ; Anisoara Paraschiv-Ionescu |
Linear Mixture Models |
A Gaussian Mixture Based Maximization of Mutual Information for Supervised Feature Extraction / José M. Leiva-Murillo ; Antonio Artés-Rodríguez |
Blind Separation of Nonstationary Sources by Spectral Decorrelation / Shahram Hosseini ; Yannick Deville |
Delayed AMUSE - A Tool for Blind Source Separation and Denoising / Ana R. Teixeira ; Ana Maria Tomé ; Elmar W. Lang ; Kurt Stadlthanner |
Dimensionality Reduction in ICA and Rank-(R1, R2, ..., RN) Reduction in Multilinear Algebra / Lieven De Lathauwer ; Joos Vandewalle |
Linear Multilayer Independent Component Analysis Using Stochastic Gradient Algorithm / Yoshitatsu Matsuda ; Kazunori Yamaguchi |
Minimax Mutual Information Approach for ICA of Complex-Valued Linear Mixtures / Jian-WuXu |
Signal Reconstruction in Sensor Arrays Using Temporal-Spatial Sparsity Regularization / Dmitri Model ; Michael Zibulevsky |
Underdetermined Source Separation with Structured Source Priors / Emmanuel Vincent ; Xavier Rodet |
A Grassmann-Rayleigh Quotient Iteration for Dimensionality Reduction in ICA / Luc Hoegaerts |
An Approach of Moment-Based Algorithm for Noisy ICA Models / Daisuke Ito ; Noboru Murata |
Geometrical ICA-Based Method for Blind Separation of Super-Gaussian Signals / Manuel Rodríguez-Álvarez ; Fernando Rojas Ruiz ; Ignacio Rojas Ruiz |
A Novel Method to Recover N Sources from N-1 Observations and Its Application to Digital Communications / Adriana Dapena |
A Sufficient Condition for Separation of Deterministic Signals Based on Spatial Time-Frequency Representations / Nadège Thirion-Moreau ; El Mostafa Fadaili ; Eric Moreau |
Adaptive Robust Super-exponential Algorithms for Deflationary Blind Equalization of Instantaneous Mixtures / Masashi Ohata ; Mitsuru Kawamoto ; Yujiro Inouye |
Application of Gaussian Mixture Models for Blind Separation of Independent Sources / Koby Todros ; Joseph Tabrikian |
Asymptotically Optimal Blind Separation of Parametric Gaussian Sources / Eran Doron |
Bayesian Approach for Blind Separation of Underdetermined Mixtures of Sparse Sources / Cédric Févotte ; Simon J. Godsill ; Patrick J. Wolfe |
Blind Source Separation Using the Block-Coordinate Relative Newton Method / Alexander M. Bronstein ; Michael M. Bronstein |
Hybridizing Genetic Algorithms with ICA in Higher Dimension |
ICA Using Kernel Entropy Estimation with NlogN Complexity / Sarit Shwartz ; Yoav Y. Schechner |
Soft-LOST: EM on a Mixture of Oriented Lines / Paul D. O'Grady ; Barak A. Pearlmutter |
Some Gradient Based Joint Diagonalization Methods for ICA / Bijan Afsari ; Perinkulam S. Krishnaprasad |
Underdetermined Independent Component Analysis by Data Generation / Sang Gyun Kim ; Chang D. Yoo |
Convolutive Models |
Batch Mutually Referenced Separation Algorithm for MIMO Convolutive Mixtures / Ali Mansour |
Frequency Domain Blind Source Separation for Many Speech Signals / Ryo Mukai ; Hiroshi Sawada ; Shoko Araki ; Shoji Makino |
ICA Model Applied to Multichannel Non-destructive Evaluation by Impact-Echo / Addisson Salazar ; Luis Vergara ; Jorge Gosálbez ; Ramón Miralles |
Monaural Source Separation Using Spectral Cues / Anthony M. Zador |
Multichannel Speech Separation Using Adaptive Parameterization of Source PDFs / Kostas Kokkinakis ; Asoke K. Nandi |
Non-negative Matrix Factor Deconvolution; Extraction of Multiple Sound Sources from Monophonic Inputs / Paris Smaragdis |
Optimal Sparse Representations for Blind Deconvolution of Images / Yehoshua Y. Zeevi |
Separation of Convolutive Mixtures of Cyclostationary Sources: A Contrast Function Based Approach / Pierre Jallon ; Antoine Chevreuil ; Philippe Loubaton ; Pascal Chevalier |
A Continuous Time Balanced Parametrization Approach to Multichannel Blind Deconvolution / Liang Suo Ma ; Ah Chung Tsoi |
A Frequency-Domain Normalized Multichannel Blind Deconvolution Algorithm for Acoustical Signals / Seung H. Nam ; Seungkwon Beack |
A Novel Hybrid Approach to the Permutation Problem of Frequency Domain Blind Source Separation |
Application of Geometric Dependency Analysis to the Separation of Convolved Mixtures / Samer Abdallah |
Blind Deconvolution of SISO Systems with Binary Source Based on Recursive Channel Shortening / Konstantinos I. Diamantaras ; Theophilos Papadimitriou |
Blind Deconvolution Using the Relative Newton Method |
Blind Equalization Using Direct Channel Estimation / Hyung-Min Park ; Sang-Hoon Oh ; Soo-Young Lee |
Blind MIMO Identification Using the Second Characteristic Function / Eran Eidinger |
Blind Signal Separation of Convolutive Mixtures: A Time-Domain Joint-Diagonalization Approach / Marcel Joho |
Characterization of the Sources in Convolutive Mixtures: A Cumulant-Based Approach |
CICAAR: Convolutive ICA with an Auto-regressive Inverse Model / Mads Dyrholm ; Lars Kai Hansen |
Detection by SNR Maximization: Application to the Blind Source Separation Problem / Bernard Xerri ; Bruno Borloz |
Estimating the Number of Sources for Frequency-Domain Blind Source Separation / Stefan Winter |
Estimating the Number of Sources in a Noisy Convolutive Mixture Using BIC / Rasmus Kongsgaard Olsson |
Evaluation of Multistage SIMO-Model-Based Blind Source Separation Combining Frequency-Domain ICA and Time-Domain ICA / Satoshi Ukai ; Hiroshi Saruwatari ; Tomoya Takatani ; Kiyohiro Shikano |
On Coefficient Delay in Natural Gradient Blind Deconvolution and Source Separation Algorithms / Scott C. Douglas |
On the FIR Inversion of an Acoustical Convolutive Mixing System: Properties and Limitations / Markus Hofbauer |
Overcomplete BSS for Convolutive Mixtures Based on Hierarchical Clustering |
Penalty Function Approach for Constrained Convolutive Blind Source Separation |
Permutation Alignment for Frequency Domain ICA Using Subspace Beamforming Methods / Nikolaos Mitianoudis |
QML Blind Deconvolution: Asymptotic Analysis |
Super-exponential Methods Incorporated with Higher-Order Correlations for Deflationary Blind Equalization of MIMO Linear Systems / Kiyotaka Kohno |
Nonlinear ICA and BSS |
Blind Maximum Likelihood Separation of a Linear-Quadratic Mixture |
Markovian Source Separation in Post-nonlinear Mixtures / Anthony Larue |
Non-linear ICA by Using Isometric Dimensionality Reduction / John A. Lee ; Michel Verleysen |
Postnonlinear Overcomplete Blind Source Separation Using Sparse Sources / Shun-ichi Amari |
Second-Order Blind Source Separation Based on Multi-dimensional Autocovariances / Anke Meyer-Bäse |
Separating a Real-Life Nonlinear Mixture of Images / Luís B. Almeida ; Miguel Faria |
Independent Slow Feature Analysis and Nonlinear Blind Source Separation / Tobias Blaschke ; Laurenz Wiskott |
Nonlinear PCA/ICA for the Structure from Motion Problem / Jun Fujiki ; Shotaro Akaho |
Plugging an Histogram-Based Contrast Function on a Genetic Algorithm for Solving PostNonLinear-BSS |
Post-nonlinear Independent Component Analysis by Variational Bayesian Learning / Alexander Ilin ; Antti Honkela |
Temporal Decorrelation as Preprocessing for Linear and Post-nonlinear ICA / Juha Karvanen ; Toshihisa Tanaka |
Tree-Dependent and Topographic Independent Component Analysis for fMRI Analysis / Oliver Lange |
Using Kernel PCA for Initialisation of Variational Bayesian Nonlinear Blind Source Separation Method / Leo Lundqvist |
Speech Processing Applications |
A Geometric Approach for Separating Several Speech Signals / Farrokh Marvasti |
A Novel Method for Permutation Correction in Frequency-Domain in Blind Separation of Speech Mixtures / Christine Serviere |
Convolutive Acoustic Mixtures Approximation to an Instantaneous Model Using a Stereo Boundary Microphone Configuration / Juan Manuel Sanchis |
DOA Detection from HOS by FOD Beamforming and Joint-Process Estimation / Pedro Gómez Vilda ; R. Martínez ; Agustín Álvarez Marquina ; Victor Nieto Lluis ; María Victoria Rodellar Biarge ; F. Díaz ; F. Rodríguez |
Nonlinear Postprocessing for Blind Speech Separation / Dorothea Kolossa ; Reinhold Orglmeister |
Real-Time Convolutive Blind Source Separation Based on a Broadband Approach / Robert Aichner ; Herbert Buchner ; Fei Yan ; Walter Kellermann |
A New Approach to the Permutation Problem in Frequency Domain Blind Source Separation / Koutaro Kamata ; Xuebin Hu ; Hidefumi Kobatake |
Adaptive Cross-Channel Interference Cancellation on Blind Source Separation Outputs / Changkyu Choi ; Gil-Jin Jang ; Yongbeom Lee ; Sang Ryong Kim |
Application of the Mutual Information Minimization to Speaker Recognition / Verification Improvement / Jordi Solé-Casals ; Marcos Faündez-Zanuy |
Single Channel Speech Enhancement: MAP Estimation Using GGD Prior Under Blind Setup / Rajkishore Prasad |
Stable and Low-Distortion Algorithm Based on Overdetermined Blind Separation for Convolutive Mixtures of Speech / Tsuyoki Nishikawa ; Atsunobu Kaminuma |
Two Channel, Block Adaptive Audio Separation Using the Cross Correlation of Time Frequency Information / Daniel Smith ; Jason Lukasiak ; Ian Burnett |
Underdetermined Blind Separation of Convolutive Mixtures of Speech with Directivity Pattern Based Mask and ICA |
Image Processing Applications |
A Digital Watermarking Technique Based on ICA Image Features / Wei Lu ; Jian Zhang ; Xiaobing Sun ; Kanzo Okada |
A Model for Analyzing Dependencies Between Two ICA Features in Natural Images / Mika Inki |
An Iterative Blind Source Separation Method for Convolutive Mixtures of Images / Marc Castella ; Jean-Christophe Pesquet |
Astrophysical Source Separation Using Particle Filters / Mauro Costagli ; ErcanE. Kuruoğlu ; Alijah Ahmed |
Independent Component Analysis in the Watermarking of Digital Images / Juan José Murillo-Fuentes |
Spatio-chromatic ICA of a Mosaiced Color Image / David Alleysson ; Sabine Süsstrunk |
An Extended Maximum Likelihood Approach for the Robust Blind Separation of Autocorrelated Images from Noisy Mixtures / Ivan Gerace ; Francesco Cricco ; Anna Tonazzini |
Blind Separation of Spatio-temporal Data Sources / Hilit Unger |
Data Hiding in Independent Components of Video / Jiande Sun ; Ju Liu ; Huibo Hu |
Biomedical Applications |
3D Spatial Analysis of fMRI Data on a Word Perception Task / Ingo R. Keck ; Peter Gruber ; Karsten Specht |
Decomposition of Synthetic Multi-channel Surface-Electromyogram Using Independent Component Analysis / Gonzalo A. García ; Kazuya Maekawa ; Kenzo Akazawa |
Denoising Using Local ICA and a Generalized Eigendecomposition with Time-Delayed Signals |
MEG/EEG Source Localization Using Spatio-temporal Sparse Representations / Alexey Polonsky |
Reliable Measurement of Cortical Flow Patterns Using Complex Independent Component Analysis of Electroencephalographic Signals / Jörn Anemüller ; Terrence J. Sejnowski ; Scott Makeig |
Sensor Array and Electrode Selection for Non-invasive Fetal Electrocardiogram Extraction by Independent Component Analysis / Frédéric Vrins |
A Comparison of Time Structure and Statistically Based BSS Methods in the Context of Long-Term Epileptiform EEG Recordings / Christopher J. James ; Christian W. Hesse |
A Framework for Evaluating ICA Methods of Artifact Removal from Multichannel EEG / Kevin A. Glass ; Gwen A. Frishkoff ; Robert M. Frank ; Colin Davey ; Joseph Dien ; Allen D. Malony ; Don M. Tucker |
A New Method for Eliminating Stimulus Artifact in Transient Evoked Otoacoustic Emission Using ICA / Yu Du ; Jing Li ; Kaibao Nie |
An Efficient Time-Frequency Approach to Blind Source Separation Based on Wavelets |
Blind Deconvolution of Close-to-Orthogonal Pulse Sources Applied to Surface Electromyograms / Ales Holobar ; Damjan Zazula |
Denoising Mammographic Images Using ICA / P. Mayo ; Francisco Rodenas Escriba ; Gumersindo Verdú Martín |
Independent Component Analysis of Pulse Oximetry Signals Based on Derivative Skew / Paul F. Stetson |
Mixing Matrix Pseudostationarity and ECG Preprocessing Impact on ICA-Based Atrial Fibrillation Analysis / César Sánchez |
`Signal Subspace' Blind Source Separation Applied to Fetal Magnetocardiographic Signals Extraction / Giulia Barbati ; Camillo Porcaro ; Carlo Salustri |
Suppression of Ventricular Activity in the Surface Electrocardiogram of Atrial Fibrillation / Mathieu Lemay ; Jean-Marc Vesin ; Zenichi Ihara ; Lukas Kappenberger |
Unraveling Spatio-temporal Dynamics in fMRI Recordings Using Complex ICA / Jeng-Ren Duann |
Wavelet Domain Blind Signal Separation to Analyze Supraventricular Arrhythmias from Holter Registers / Raúl Alcaraz |
Other Applications |
A New Auditory-Based Index to Evaluate the Blind Separation Performance of Acoustic Mixtures |
An Application of ICA to Identify Vibratory Low-Level Signals Generated by Termites / Juan Jose G. de la Rosa ; Isidro Lloret |
Application of Blind Source Separation to a Novel Passive Location / Gaoming Huang ; Luxi Yang ; Zhenya He |
Blind Source Separation in the Adaptive Reduction of Inter-channel Interference for OFDM / Rafael Boloix-Tortosa |
BSS for Series of Electron Energy Loss Spectra / Noël Bonnet |
HOS Based Distinctive Features for Preliminary Signal Classification / Maciej P&ecedil;dzisz |
ICA as a Preprocessing Technique for Classification / V. Sanchez-Poblador ; Enric Monte-Moreno ; andJordi Solé-Casals |
Joint Delay Tracking and Interference Cancellation in DS-CDMA Systems Using Successive ICA for Oversaturated Data / Tapani Ristaniemi ; Toni Huovinen |
Layered Space Frequency Equalisation for MIMO-MC-CDMA Systems in Frequency Selective Fading Channels / Sonu Punnoose ; Xu Zhu ; andAsoke K. Nandi |
Multiuser Detection and Channel Estimation in MIMO OFDM Systems via Blind Source Separation / Luciano Sarperi ; andXu Zhu |
Music Transcription with ISA and HMM |
On Shift-Invariant Sparse Coding / Thomas Blumensath |
Reliability in ICA-Based Text Classification / Xavier Sevillano ; Francesc Alías ; Joan Claudi Socoró |
Source Separation on Astrophysical Data Sets from the WMAP Satellite / Guillaume Patanchon ; Jacques Delabrouille |
Multidimensional ICA for the Separation of Atrial and Ventricular Activities from Single Lead ECGs in Paroxysmal Atrial Fibrillation Episodes / Cibeles Mora |
Music Indexing Using Independent Component Analysis with Pseudo-generated Sources / E.S. Gopi ; R. Lakshmi ; N. Ramya ; S.M. Shereen Farzana |
Invited Contributions |
Lie Group Methods for Optimization with Orthogonality Constraints |
A Hierarchical ICA Method for Unsupervised Learning of Nonlinear Dependencies in Natural Images / Hyun-Jin Park ; Te-Won Lee |
Author Index |